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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Jellyfish: A Large Language Model for Data Preprocessing

Jellyfish: A Large Language Model for Data Preprocessing

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4 min read
Where there's a will there's a way: ChatGPT is used more for science in countries where it is prohibited

Where there's a will there's a way: ChatGPT is used more for science in countries where it is prohibited

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3 min read
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data

MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data

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4 min read
garak: A Framework for Security Probing Large Language Models

garak: A Framework for Security Probing Large Language Models

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4 min read
Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews

Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews

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4 min read
An Interactive Agent Foundation Model

An Interactive Agent Foundation Model

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4 min read
Evaluating the World Model Implicit in a Generative Model

Evaluating the World Model Implicit in a Generative Model

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4 min read
How Do Humans Write Code? Large Models Do It the Same Way Too

How Do Humans Write Code? Large Models Do It the Same Way Too

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4 min read
Evaluating the Performance of ChatGPT for Spam Email Detection

Evaluating the Performance of ChatGPT for Spam Email Detection

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3 min read
Should AI Optimize Your Code? A Comparative Study of Current Large Language Models Versus Classical Optimizing Compilers

Should AI Optimize Your Code? A Comparative Study of Current Large Language Models Versus Classical Optimizing Compilers

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4 min read
Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning

Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning

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5 min read
DiTTo-TTS: Efficient and Scalable Zero-Shot Text-to-Speech with Diffusion Transformer

DiTTo-TTS: Efficient and Scalable Zero-Shot Text-to-Speech with Diffusion Transformer

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4 min read
Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data

Connecting the Dots: LLMs can Infer and Verbalize Latent Structure from Disparate Training Data

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5 min read
LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing

LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing

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4 min read
TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners

TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners

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4 min read
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